{"id":"W4412422673","doi":"10.1016/j.aquaculture.2025.742952","title":"Experimental co-infection of lumpfish with sublethal doses of Aeromonas salmonicida and Vibrio anguillarum causes increased mortality","year":2025,"lang":"en","type":"article","venue":"Aquaculture","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Biology; Vibrio anguillarum; Aeromonas salmonicida; Microbiology; Vibrio; Aeromonas; Vibrionaceae; Fishery; Zoology; Fish <Actinopterygii>; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009581353,0.0002269764,0.0003811048,0.00008343377,0.0001100911,0.00001383296,0.0001190811,0.000220202,0.000163052],"category_scores_gemma":[0.00002127115,0.0001658761,0.00009384059,0.0002009199,0.0003748646,0.000103755,0.00008263613,0.000141179,0.000008060551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002956541,"about_ca_system_score_gemma":0.00004665613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002435186,"about_ca_topic_score_gemma":0.0005104546,"domain_scores_codex":[0.9990596,0.0001047124,0.0002757892,0.0003036037,0.00004736847,0.0002089979],"domain_scores_gemma":[0.9994319,0.00003008473,0.0001790083,0.0002410333,0.00009547424,0.00002248546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002656863,0.0002866175,0.1427335,0.0001312719,0.0006861148,0.000005194095,0.0005490198,0.00000111481,0.8460203,0.001046242,0.008197357,0.00007760459],"study_design_scores_gemma":[0.0016995,0.0001905222,0.2018181,0.0001043227,0.0002932312,0.00001471609,0.0008657433,4.506422e-7,0.7858762,0.00001967337,0.008941986,0.0001756269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914681,0.004428872,0.00002195385,0.00005060941,0.0001012921,0.0003542032,0.0001257168,0.00004951808,0.003399686],"genre_scores_gemma":[0.9982843,0.0000775825,0.00003449002,0.0001153423,0.00001101182,0.00001464258,0.0004466232,0.00001019886,0.001005832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06014413,"threshold_uncertainty_score":0.676423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008786166732874408,"score_gpt":0.2661266611913695,"score_spread":0.2573404944584951,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}